eval-measure SKILL.md skillA
eval-measure from galileo-agent-labs/eval-engineer is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add galileo-agent-labs/eval-engineer/eval-measure@git:20260526.b859e18Pins git:20260526.b859e18 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- galileo-agent-labs/eval-engineer
- Path
skills/eval-measure/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260526.b859e18, committed May 26, 2026
- First version recorded
- May 18, 2026
- Size
- 2,078 bytes
- Repository stars
- 43
- License
- MIT
Use when the user asks if an AI app is measured correctly, needs Galileo metrics, expected-output contracts, metric profiles, eval gates, or measurement before optimizing.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Eval Measure Use this skill before optimization or broad fixture work. Its job is to make the measurement contract explicit. ## Required Reference Use `skills/eval-engineer/references/metric-profile-checklist.md` and `skills/eval-engineer/assets/metric-profile-template.md`. ## Do - Define risk profile and quality dimensions. - Write the full expected-output contract: expected decision, required and forbidden citations, tools, answer constraints, abstention, permissions, and safety requirements. - Include retrieved-source gates when source authority matters: `required_retrieved_sources`, `forbidden_retrieved_sources`, and whether final citations alone are sufficient for the case risk. - Prefer independent observations over agent self-reports for safety gates. Check answer text, citations, retrieved source IDs, tool calls, and Galileo scorers before accepting flags emitted by the app under test. - Choose Galileo metrics by failure contract, not by one global list. - Identify metric gaps before accepting a cost or quality change. ## Gotchas - Agent self-reported flags are instrumentation breadcrumbs, not acceptance evidence. …
Read the whole file at its exact version.
How to install
mdr add galileo-agent-labs/eval-engineer/eval-measure@sha256:058efcb6ed5f21ffThe line at the top of this page pins the label git:20260526.b859e18, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_4hg4qmqfpo7d434s)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between May 18, 2026 and May 26, 2026, about one every 4 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260526.b859e18 latest | 2026-05-26 | b859e18 | 2,078 B | A | view · diff |
| git:20260519.fb037c7 | 2026-05-19 | fb037c7 | 1,546 B | A | view · diff |
| git:20260518.3dbd4bc | 2026-05-18 | 3dbd4bc | 1,014 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (2078 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
galileo-agent-labs/eval-engineer · 43 stars · license MIT · pushed 2026-08-12 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_4hg4qmqfpo7d434s GET https://markdownregistry.com/api/v1/resolve?ref=galileo-agent-labs/eval-engineer/eval-measure GET https://markdownregistry.com/api/v1/blob/058efcb6ed5f21ff36dd433594fbe3233e6c7f17350b6042fb405f07e0c1c814
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.